Objectives This study aimed to examine the change and significance of immune parameters in patients with sputum smear-positive pulmonary tuberculosis (TB) after 2 months of intensive phase anti-TB treatment. Methods The immune parameters of 232 cases of sputum smear-positive pulmonary TB were detected before and after 2 months of intensive phase anti-TB treatment and compared with 50 cases from healthy volunteers (controls). The T lymphocyte cell population in peripheral blood was detected using flow cytometry. Serum levels of interleukin (IL)-1β, soluble interleukin-2 receptor, IL-6, and tumour necrosis factor-α were measured by ELISA. Results After 2 months of intensive phase anti-TB treatment, a reduction in the percentage of CD4+ T cells showed a significant restoration similar to that of controls. Moreover, after intensive anti-TB treatment, serum levels of IL-1β, soluble interleukin-2 receptor, IL-6, and tumour necrosis factor-α were significantly decreased compared with before treatment. Additionally, serum levels of IL-1β and IL-6 showed a diminished recovery compared with controls. Conclusions Our findings suggest immunological recovery in patients with pulmonary TB after intensive phase treatment. Therefore, serum cytokine levels are considered potential host biomarkers for monitoring the response of treatment for pulmonary TB.
Objectives This study aimed to examine the change and significance of immune parameters in patients with sputum smear-positive pulmonary tuberculosis (TB) after 2 months of intensive phase anti-TB treatment. Methods The immune parameters of 232 cases of sputum smear-positive pulmonary TB were detected before and after 2 months of intensive phase anti-TB treatment and compared with 50 cases from healthy volunteers (controls). The T lymphocyte cell population in peripheral blood was detected using flow cytometry. Serum levels of interleukin (IL)-1β, soluble interleukin-2 receptor, IL-6, and tumour necrosis factor-α were measured by ELISA. Results After 2 months of intensive phase anti-TB treatment, a reduction in the percentage of CD4+ T cells showed a significant restoration similar to that of controls. Moreover, after intensive anti-TB treatment, serum levels of IL-1β, soluble interleukin-2 receptor, IL-6, and tumour necrosis factor-α were significantly decreased compared with before treatment. Additionally, serum levels of IL-1β and IL-6 showed a diminished recovery compared with controls. Conclusions Our findings suggest immunological recovery in patients with pulmonary TB after intensive phase treatment. Therefore, serum cytokine levels are considered potential host biomarkers for monitoring the response of treatment for pulmonary TB.
Tuberculosis (TB) is a public health problem worldwide, especially in developing
countries, such as China and India. According to report from the World Health
Organization, there were an estimated 10.4 million people who were newly diagnosed
with active TB and 1.4 million TB deaths in 2015.[1] China is one of 30 high TB burden countries, but although the prevalence of
TB is gradually decreasing, TB remains a critical threat to public health.
Transmission of Mycobacterium tuberculosis (Mtb) occurs by
inhalation of droplets containing these bacilli in sputum of patients with active
TB. Advancing the ability of monitoring the chemotherapy response and examining
molecular markers to confirm adequate treatment are important for control and
management of TB globally.[2,3]Previous studies have shown that the outcome of TB partly depends on the host
immunity by activating immune cells and inducing a spectrum of elaborate
cytokines.[4,5]
Detection of lymphocyte populations and related cytokines in the circulation in
patients with TB can characterize these responses. We hypothesize that an immune
molecule or the immune response is a useful biomarker for monitor the response of
treatment for pulmonary TB. The low reversion rate of interferon-γ (IFN-γ) release
assays indicates that IFN-γ is unlikely to be a promising biomarker for monitoring
treatment. Previous researchers have reported various candidate biomarkers for
monitoring treatment of TB, including interleukin (IL)-1β, soluble interleukin-2
receptor (SIL-2R), tumour necrosis factor (TNF)-α, IL-6, and IL-10.[6,7] However, these studies have
reported different results.In this study, we investigated changes in the serum cytokines IL-1β, sIL-2R, IL-6,
and TNF-α, and the lymphocyte subpopulation (CD4+ T cells, CD8+ T cells, CD4+/CD8+
ratio) in patients who were newly diagnosed with sputum smear-positive pulmonary TB
before and after 2 months of intensive phase chemotherapy.[8] Our research focussed on patients with smear-positive pulmonary TB because
they are highly contagious and can be monitored for the speed of bacteriological
conversion after anti-TB treatment. Our findings on immune response changes in
patients with smear-positive TB who underwent intensive phase anti-TB treatment may
further clarify the importance of these responses as a biomarker of hosts with
TB.
Methods
Study participants
We reviewed all patients who were diagnosed with active TB in Shanghai Pulmonary
Hospital during January 2015 to December 2015. The diagnosis of pulmonary TB was
according to clinical manifestations and radiological features of thoracic
computed tomography. A definite diagnosis was obtained through Mtb-positive
sputum culture. Inclusion criteria were as follows: (1) patients newly diagnosed
with sputum smear-positive pulmonary TB; (2) aged from 18 to 60 years; (3) no
previous history of anti-TB chemotherapy; (4) seronegative for human
immunodeficiency virus (HIV); and (5) no systemic autoimmune diseases or immune
suppressive therapy history. The criterion for positive sputum smears was
positivity for acid-fast bacilli in the initial sputum smear. Sputum smear
grades were divided into 1+, 2+, and 3+, and these grades were used to assess
the burden of bacteria.Healthy volunteers were enrolled from a population who attended a health check-up
in our hospital. The criteria for health volunteers were as follows: (1)
seronegative for HIV; (2) no systemic autoimmune diseases; and (3) no history of
immune suppressive therapy.This investigation was approved by Shanghai Pulmonary Hospital Ethics Committee.
Each participant understood and signed written informed consent.All of the patients received directly observed treatment short-course according
to international guidelines.[8] The intensive phase anti-TB treatment was the standard four-drug regimen,
which consisted of isoniazid, rifampicin, pyrazinamide, and ethambutol (HREZ),
and was administered for 2 months. The dosages of the four drugs were 300 mg
isoniazid, 450 to 600 mg rifampicin, 750 mg ethambutol, and 1500 mg pyrazinamide
per day. Patients who weighed less than 50 kg received 450 mg rifampicin per
day, while those who weighed more than 50 kg received 600 mg rifampicin per day
according to international guidelines.
Specimen collection and processing
Samples of peripheral blood and serum were obtained through venous puncture from
patients before and after 2 months of intensive phase treatment. The serum
cytokines IL-1β, sIL-2R, IL-6, and TNF-α were measured by commercially available
ELISA kits (Siemens Healthcare Diagnostics Products Ltd., Llanberis, Gwynedd,
UK) according to the manufacturer’s instructions. Each sample was detected in
duplicate and cytokine concentrations were calculated using standard curves. T
lymphocyte subpopulations were quantitatively detected by flow cytometry (FC500;
Beckman Coulter, Brea, CA, USA). Whole blood lymphocyte subsets were identified
using Cyto-STAT tetraCHROME CD45-FITC/CD4-RD1/CD8-ECD/CD3-PC5 (Beckman Coulter).
Data were analysed using CXP analysis software (Beckman Coulter).
Acid-fast bacilli smears and culture assays
Morning sputum specimens were obtained before anti-TB treatment. Sputum samples
were routinely tested by smear fluorescence microscopy and by culture strain
identification on Lowenstein–Jensen medium, according to World Health
Organization guidelines.[9] All tests were performed at the TB laboratory in Shanghai Pulmonary
Hospital, and quality control was routinely performed.
INF-γ release assays
All participants’ blood samples were collected in sodium heparin tubes for
QuantiFERON-TB Gold in Tube (Cellestis Limited, Carnegie, Victoria, Australia)
assays. All assays were performed following the manufacturer’s instructions.
Statistical analysis
Statistical analyses were carried out using GraphPad PRISM Version 6.0 (GraphPad
Software, Inc., La Jolla, CA, USA). The immune parameters of three groups (TB
before treatment, after intensive treatment, and healthy individuals) were
compared by the nonparametric Kruskal–Wallis test. The Mann–Whitney U test was
used to determine significance between two unpaired groups. The Wilcoxon test
was used to compare T cell subpopulations and cytokine levels before and after
treatment. A difference was considered significant when the P
value was less than 0.05.
Results
Patients
A total of 1440 hospitalized patients who were diagnosed with active pulmonary TB
were screened in the study. A total of 405 patients were diagnosed with sputum
smear-positive pulmonary TB, and were aged from 18 to 60 years. After exclusion
of 80 patients who had previous exposure to antibiotic therapy for TB and 44
patients with diabetes mellitus, HIV, or autoimmune diseases, a total of 281
patients underwent standard four-drug regimen (HREZ) treatment. During 2 months
of intensive anti-TB treatment, 49 patients were excluded because sputum culture
confirmed non-TB mycobacteria, they refused to complete treatment or were lost
to follow-up, or they could not tolerate the standard procedure. Finally, a
total of 232 patients were enrolled in the analysis. After 2 months of intensive
anti-TB treatment, 206 patients showed sputum smear-negative conversion. The
sputum smear was determined as negative only when three consecutive sputum
samples, which were collected on different days, were negative for acid-fast
bacilli. Figure 1 shows
a flow chart of this study. Table 1 shows demographic details of the study groups.
Figure 1.
Flow chart of enrolment of patients.
Table 1.
Demographic characteristics of the study groups
Tuberculosis group (n = 232)
Control group (n = 50)
Age (y)
37.6 (13.9)
34.9 (8.5)
Male
125 (53.9%)
29 (58.0%)
Female
107 (46.1%)
21 (42.0%)
Smoking
Never smoker
89 (38.4%)
31 (62.0%)
Former smoker
102 (44.0%)
11 (22.0%)
Current smoker
41 (17.6%)
8 (16.0%)
With comorbidity
Cardiac disease
11 (4.7%)
2 (4.0%)
Liver disease
15 (6.5%)
3 (6.0%)
Smear grade
1+
85 (36.6%)
N/A
2+
82 (35.3%)
N/A
3+
65 (28.1%)
N/A
QFT positive
211 (90.9%)
0 (0)
Data are presented as number of patients (percent) or mean (standard
deviation). QFT, QuantiFERON-TB; N/A, not applicable.
Flow chart of enrolment of patients.Demographic characteristics of the study groupsData are presented as number of patients (percent) or mean (standard
deviation). QFT, QuantiFERON-TB; N/A, not applicable.
Dynamic changes in CD4+ T cells, CD8+ T cells, and the CD4+/CD8+ ratio among
individuals with TB before and after 2 months of treatment, and in
controls
The changes in CD4+ T cells, CD8+T cells, and the CD4+/CD8+ ratio of patients
with TB before and after treatment were compared with controls (Figure 2). The proportion
of peripheral blood CD4+T cells and the CD4+/CD8+ ratio in patients with TB
before treatment were significantly lower than those in controls
(P = 0.002, P < 0.001, respectively).
The proportion of CD8+T cells in TB patients before treatment was significantly
higher than that in controls (P = 0.002). After 2 months of
intensive phase treatment, the reduction in CD4+T cells and the CD4+/CD8+ ratio
was reversed compared with before treatment (P = 0.003,
P = 0.076, respectively), but no significant change in the
percentage of peripheral blood CD8+ T lymphocytes were found after 2 months of
intensive phase treatment. However, after 2 months of intensive phase treatment,
an elevated CD4/CD8 ratio was observed compared with controls
(P < 0.001). In contrast, diminished peripheral blood
CD8+ T cells were found after 2 months of intensive phase treatment compared
with controls (P = 0.001). The proportion of CD4+ T cells after
2 months of intensive phase treatment was not significantly different compared
with controls (P = 0.087).
Figure 2.
Plots showing the peripheral blood percentages of CD4+ T cells and CD8+ T
cells, and the CD4+/CD8+ ratio. CD4+ T and CD8+ T cells were measured in
individuals with pulmonary tuberculosis before (pre-T) and after
(post-T) intensive phase anti-tuberculosis chemotherapy and in healthy
volunteers. Horizontal lines indicate mean with SD.
Plots showing the peripheral blood percentages of CD4+ T cells and CD8+ T
cells, and the CD4+/CD8+ ratio. CD4+ T and CD8+ T cells were measured in
individuals with pulmonary tuberculosis before (pre-T) and after
(post-T) intensive phase anti-tuberculosis chemotherapy and in healthy
volunteers. Horizontal lines indicate mean with SD.
Comparison of serum cytokine levels in individuals with TB before and after
treatment, and in controls
Serum levels of the four cytokines IL-1β, sIL-2R, IL-6, and TNF-α in patients
with TB before and after treatment and those in controls are shown in Figure 3. Serum IL-1β,
sIL-2R, IL-6, and TNF-α levels before treatment were significantly higher than
those in controls (P = 0.001, P < 0.001,
P = 0.007, P < 0.001, respectively).
IL-1β, sIL-2R, IL-6, and TNF-α levels were significantly lower after 2 months of
intensive phase treatment compared with before treatment
(P < 0.001, P < 0.001,
P = 0.007, P < 0.001, respectively).
Elevated levels of sIL-2R and TNF-α were still detected at 2 months of anti-TB
therapy compared with controls (both P < 0.001). In
contrast, after 2 months of anti-TB therapy, serum IL-1β and IL-6 levels were
not significantly different compared with controls.
Figure 3.
Plots showing serum levels of interleukin-1β, soluble interleukin-2
receptor, interleukin-6, and tumour necrosis factor-α. These cytokines
were measured in individuals with pulmonary tuberculosis before (pre-T)
and after (post-T) the intensive phase anti-tuberculosis chemotherapy
and in healthy volunteers. Horizontal lines indicate mean with SD.
Plots showing serum levels of interleukin-1β, soluble interleukin-2
receptor, interleukin-6, and tumour necrosis factor-α. These cytokines
were measured in individuals with pulmonary tuberculosis before (pre-T)
and after (post-T) the intensive phase anti-tuberculosis chemotherapy
and in healthy volunteers. Horizontal lines indicate mean with SD.
Association of immune parameters with bacterial burden in pulmonary
TB
To evaluate the association between systemic levels of immune parameters and
different bacterial burdens in pulmonary TB, we analysed the correlations
between serum levels of IL-1β, sIL-2R, IL-6, and TNF-α, the percentage of
peripheral blood CD4+ T cells and CD8+T cells, and the CD4+/CD8+ ratio in
patients with pulmonary TB with smear grades classified as 1+, 2+, and 3+ (Figure 4). There were no
significant associations of these variables with smear grades.
Figure 4.
Plots showing serum levels of interleukin-1β, soluble interleukin-2
receptor, interleukin-6, and tumour necrosis factor-α, the peripheral
blood percentage of CD4+ T cells and CD8+T cells, and the CD4+/CD8+
ratio in individuals with pulmonary tuberculosis according to smear
grade. Smear grades were classified as 1+, 2+ and 3+. Horizontal lines
indicate mean with SD.
Plots showing serum levels of interleukin-1β, soluble interleukin-2
receptor, interleukin-6, and tumour necrosis factor-α, the peripheral
blood percentage of CD4+ T cells and CD8+T cells, and the CD4+/CD8+
ratio in individuals with pulmonary tuberculosis according to smear
grade. Smear grades were classified as 1+, 2+ and 3+. Horizontal lines
indicate mean with SD.
Comparison of serum cytokines between the sputum smear conversion group and
the non-conversion group
According to sputum smear conversion after 2 months of intensive phase treatment,
we divided the patients into two groups: the conversion group and the
non-conversion group. We conducted a survey to determine whether there is a
difference in immune response between the two groups. Serum sIL-2R and IL-6
levels and the percentage of peripheral blood CD8+T cells were significantly
higher in the non-conversion group than in the conversion group at pre-treatment
and post-treatment (all P < 0.05, Figures 5 and 6). Additionally, the CD4+/CD8+ ratio was
significantly lower in the non-conversion group than in the conversion group at
pre-treatment (P = 0.006). However, there were no significant
differences in serum IL-1β and TNF-α levels between the non-conversion and
conversion groups before and after anti-TB chemotherapy.
Figure 5.
Initial serum levels of interleukin-1β, soluble interleukin-2 receptor,
interleukin-6, and tumour necrosis factor-α, the peripheral blood
percentage of CD4+ T cells and CD8+T cells, and the CD4+/CD8+ ratio in
individuals with pulmonary tuberculosis in the non-conversion and
conversion groups. Horizontal lines indicate mean with SD.
Figure 6.
Plots showing serum levels of interleukin-1β, soluble interleukin-2
receptor, interleukin-6, and tumour necrosis factor-α, the peripheral
blood percentage of CD4+ T cells and CD8+T cells, and the CD4+/CD8+
ratio in individuals with pulmonary tuberculosis in the non-conversion
and conversion groups at post-treatment. Horizontal lines indicate mean
with SD.
Initial serum levels of interleukin-1β, soluble interleukin-2 receptor,
interleukin-6, and tumour necrosis factor-α, the peripheral blood
percentage of CD4+ T cells and CD8+T cells, and the CD4+/CD8+ ratio in
individuals with pulmonary tuberculosis in the non-conversion and
conversion groups. Horizontal lines indicate mean with SD.Plots showing serum levels of interleukin-1β, soluble interleukin-2
receptor, interleukin-6, and tumour necrosis factor-α, the peripheral
blood percentage of CD4+ T cells and CD8+T cells, and the CD4+/CD8+
ratio in individuals with pulmonary tuberculosis in the non-conversion
and conversion groups at post-treatment. Horizontal lines indicate mean
with SD.
Discussion
At present, the HREZ four-drug chemotherapy regimen is a compelling combination of
drugs for primary TB chemotherapy. HREZ has the essential characteristics of high
efficiency, low toxicity, and low cost. We finally included 232 cases of sputum
smear-positive pulmonary TB in this study. After 2 months of intensive phase
treatment, sputum smear conversion was found in 206 cases and non-conversion in 26
cases, and the bacilli-negative conversion rate was 88.8%, which is consistent with
other reports.[10]Immune activation and inflammatory reactions are essential for host protection
against Mtb. Overall, the interplay between immune activation, inflammation, and TB
pathogenesis is complex and not completely understood. If some of these mechanisms
can be determined, new treatment strategies could be used.[11] In spite of this complexity, associations between Mtb infection activity and
some parameters of immune reactions have recently been described, but there are
conflicting results.[12-15]After infection with Mtb, the host’s immune defence response is mainly mediated by T
lymphocytes and mononuclear phagocytic cells, as well as their associated cytokine
network. Among T lymphocyte subsets, CD4+ T lymphocytes are the main response cells
against Mtb.[11,16] In our study,
we observed a lower percentage of CD4+ T cells in patients with active TB compared
with controls before treatment, and this percentage was significantly restored after
2 months of intensive anti-TB treatment. In contrast, we found a higher percentage
of CD8+ T cells compared with controls before treatment. The CD4+/CD8+ ratio was
also lower levels in in patients with active TB before treatment compared with
controls, and this reduction was reversed after intensive anti-TB treatment. Skogmar et al.[17] reported that a high proportion of Ethiopian patients with TB have subnormal
CD4+ T cells counts before initiating anti-TB chemotherapy, and low CD4+ T cell
levels were associated with smear-positive disease. The continuous increase in CD4+
T cells counts during anti-TB treatment suggested a reversible effect of active TB
on CD4+ T cell homeostasis, which is consistent with the current study. However,
CD8+ T cells also play a necessary protective role in animal models, as well as in
humans against Mtb infection.[18-20] Lesnic et al.[21] found that the CD8+ lymphocyte count was superior in patients with TB
compared with the healthy group and anti-TB treatment increased the index. In the
present study, patients with TB who underwent treatment for 2 months did not show a
significant difference in the percentage of peripheral blood CD8+ T cells compared
with that detected before beginning therapy. However, the CD4+/CD8+ ratio at
post-treatment showed an increased trend compared with pre-treatment. These results
indicated that patients recovered some cellular immune function after 2 months of
intensive phase treatment.IL-1β is a member of the interleukin-1 cytokine family and a pleiotropic and
immunoregulatory cytokine. IL-1β levels are increased in active TB and play some
roles in the pathogenesis of TB.[7,22] We also observed an increase
in serum IL-1β levels before treatment of TB compared with controls. After 2 months
of treatment, IL-1β levels were greatly decreased compared with those before
treatment. There was no significant difference in serum IL-1β levels between post-2
months’ treatment and controls. This finding indicated that, at completion of 2
months of intensive phase therapy, serum IL-1β levels were similar to those of
controls.The sIL-2R is a type of crucial immunosuppressive factor, and is associated with the
IL-2 mediated immune response. The sIL-2R is present on the cell membrane as a
signal-transducing unit or in a soluble form in the extracellular fluid, and is
discharged along with IL-2 from activated T cells. The primary effect of sIL-2R is
through binding of IL-2 to regulate the immune response, which results in blocking
of the biological effects of this cytokine.[23,24] In our study, serum sIL-2R
levels in patients with active pulmonary TB were significantly higher than those in
controls before treatment, and were significantly decreased after 2 months of
intensive phase anti-TB treatment, but they did not reach control levels. Serum
sIL-2R levels in the sputum non-conversion group were considerably higher than those
in the sputum conversion group before beginning therapy. This result indicates that
serum sIL-2R levels are related to the host immune status and disease severity in
patients with active TB. Therefore, sIL-2R levels might be a useful marker for
monitoring TB outcome under chemotherapy.IL-6 is a multiple functional proinflammatory cytokine and previous studies have
shown that it is one of the most promising biomarkers in TB.[25] IL-6 is involved in the primary cellular processes of differentiation,
proliferation, and apoptosis, and its elevated production is a hallmark of many
human chronic inflammatory diseases. Nolan et al.[26] showed that IL-6 might reflect an efficient T-helper 1 immune response
pathway for TB. Martinez et al.[27] found that Mtb regulated host IL-6 production to inhibit type I interferon
signalling, and consequently, disease progression. Djoba et al.[28] reported elevated IL-6 levels in patients with active TB compared with those
with latent TB infection. Chowdhury et al.[29] showed that circulating IL-6 levels in patients with active pulmonary TB were
higher than those in healthy individuals. Following anti-TB treatment, IL-6 levels
rapidly decreased and stabilized by 4 months anti-TB therapy. Therefore, a subtle
decrease in serum IL-6 levels of patients with active pulmonary TB who undergo
anti-TB chemotherapy might play an essential part in immune protection of the host
against Mtb infection. Our study showed that after 2 months of treatment, serum IL-6
levels were decreased and they were not different from control levels. Additionally,
serum IL-6 levels were higher in the negative conversion group than in the
non-conversion group at pre-treatment. Therefore, serum IL-6 levels appear to be a
helpful marker to diagnose and predict the effectiveness of treatment in patients
with TB.TNF-α consists of 157 amino acids of the glycosylated protein and is secreted by a
variety of cells, including macrophages, lymphocytes, mast cells, endothelial cells,
and fibroblasts.[30] TNF-α promotes formation of TB granuloma and induces TB bacterium infection
of macrophages. This pleiotropic cytokine is associated with pathogenesis and
protection in Mtb infection.[26,31] Patil et al.[32] investigated patients with spinal TB and found that a poor outcome was
associated with higher proinflammatory serum IFN-γ and TNF-α levels and lower
anti-inflammatory serum IL-10 levels. In the current study, higher serum TNF-α levels
in patients who had active TB were observed compared with controls, and these levels
were decreased after therapy. A previous study showed that patients undergoing
therapy with TNF-α-blockers are prone to develop TB infection.[33] Previous studies have shown that excessive TNF-α levels cause damage to the
immune pathological response in cells and to protection of the body’s
defense.[34-36] TNF-α levels
may be related to the severity of the disease process and may serve as a parameter
for predicting the prognosis of pulmonary TB.We observed significantly higher serum levels of IL-1β, sIL-2R, IL-6, and TNF-α
before treatment compared with controls, and these levels appeared to be diminished
after intensive phase anti-TB chemotherapy. However, no significant correlation was
recorded between cytokine levels with different bacterial burdens.There are several limitations in our study. First, further research or analysis is
needed to determine the reason why sputum smear-positive patients were still
positive for bacteriology while they finished 2 months of intensive chemotherapy.
Second, the association of cytokine levels with the extent of disease and disease
severity of TB requires further research.In conclusion, the current study shows that there is a restorative increase in CD4+ T
cells in peripheral blood and a reversal of decreased of serum IL-1β, sIL-2R, IL-6,
and TNF-α levels in patients with pulmonary TB after 2 months of intensive phase
anti-TB treatment. Serum sIL-2R and IL-6 levels show more pronounced elevated levels
in sputum smears in the non-conversion group than in the conversion group. These
findings suggest partial immunological recovery in patients with pulmonary TB after
intensive phase treatment. Therefore, serum cytokine levels are considered potential
host biomarkers for monitoring the response of treatment for pulmonary TB. Our
findings can also provide insight into examining molecular markers of protective
immunity against TB.
Authors: I H Chowdhury; S Choudhuri; A Sen; B Bhattacharya; A M Ahmed; A Hazra; N K Pal; B Bahar Journal: Mol Immunol Date: 2014-10-03 Impact factor: 4.407
Authors: Kathryn L Kellar; Jennifer Gehrke; Stephen E Weis; Aida Mahmutovic-Mayhew; Blachy Davila; Margan J Zajdowicz; Robin Scarborough; Philip A LoBue; Alfred A Lardizabal; Charles L Daley; Randall R Reves; John Bernardo; Brandon H Campbell; William C Whitworth; Gerald H Mazurek Journal: PLoS One Date: 2011-11-21 Impact factor: 3.240
Authors: Daniel Augusto Martin Arsanios; Diego Alejandro Cubides-Díaz; Natalia Muñoz-Angulo; Maria Alejandra Perez-Hernandez; Marlyn Zamora Posada; Mónica Briceño Torres; Carlos Mauricio Calderón Vargas Journal: Infect Dis Rep Date: 2022-03-04